Scholar4AI Updated 2026-10-26 12:13 UTC+09:00

GARCH

area: Time series · 5 papers in the last 7 days

← Most-used equations and models

σt2=ω+αεt−12+βσt−12

Models time-varying volatility: today's variance depends on yesterday's shock and variance (GARCH(1,1)).

LaTeX: \sigma_t^2 = \omega + \alpha\,\varepsilon_{t-1}^2 + \beta\,\sigma_{t-1}^2

Names searched for: GARCH, EGARCH, TGARCH, FIGARCH, MGARCH, generalized autoregressive conditional heteroskedasticity, generalized autoregressive conditional heteroscedasticity

Key findings

  • GARCH was mentioned in 39 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #27 of the 104 equations and models mentioned.
  • By journal category: Finance (23), Economics (13), AI (1), Management (1) and Operations Research (1).
  • Most of them appeared in Computational Economics (6), Finance research letters (6) and International Review of Economics & Finance (6).
  • Often mentioned together with Vector autoregression (VAR) (10), Long short-term memory (LSTM) (7) and Quantile regression (7).
  • Datasets named in the same papers: VIX (7), Economic Policy Uncertainty index (7) and S&P 500 (7).
Papers mentioning GARCH, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-24Optimal Portfolio Allocation with Gromov-Wasserstein BarycenterComputational EconomicsAlessandro Spelta, Nicoló Pecora, Mario MaggiUniversity of Pavia
2026-10-23Volatility persistence across global equity markets: long-memory diagnostics versus horizon-specific VaR rankingsRisk ManagementZhixing Lin, Shuoyan LinJiangxi University of Software Professional Technology; Guangdong University Of Finances and Economics
2026-10-23Markov-Switching Multifractal Models for High-Frequency Trade CountsComputational EconomicsZhamilya Mussayeva, Karim MoussaVrije Universiteit Amsterdam
2026-10-22Hybrid Econometric-Machine Learning Forecasts of a Daily Variance Proxy with Block-Conformal Prediction BandsComputational EconomicsÇağlar SözenGiresun University
2026-10-21Economic policy uncertainty and Chinese exchange rate volatility: evidence from the GARCH–MIDAS approachReview of World EconomicsPanpan Wang, Yishi Li, Changqian Xie et al.Southeast University; Southeast University; Zhejiang University of Water Resource and Electric Power; …
2026-10-19Do sustainable firms carry less tail risk? Distributional asymmetries between HVA and Non-HVA equitiesThe Journal of Economic AsymmetriesDhairya Dev, Gagan Deep Sharma, Amar Rao et al.Guru Gobind Singh Indraprastha University; AGH University of Krakow; Széchenyi István University; …
2026-10-19Cryptocurrency and initial trust formation: an empirical investigation into the dynamics of willingness to use in financial transactionsFinancial InnovationAhmed GeebrenTobruk University
2026-10-17The role of copper global price on long-term volatility: An asymmetric GARCH-MIDAS approach for NYSE assetsThe North American Journal of Economics and FinanceGiorgia Rivieccio, Michele Mario Ippolito, Giovanni De LucaParthenope University of Naples
2026-10-16Path-dependence in realized volatility forecasting: Evidence from the Chinese stock marketFinance research lettersSicheng Fu, Shaopeng Hong, Jiahao ChenJinan University; Southwestern University of Finance and Economics
2026-10-16The magnificent seven and bitcoin: Time-varying predictability, dynamic conditional correlation, and multi-scale co-movementInternational Review of Economics & FinanceFuzuli Aliyev, Neman Eylasov, Nijat GasimADA University; Azerbaijan University of Languages; Baku Engineering University; …
2026-10-15Geopolitical risk spillovers among GCC stock markets, non-renewable energy, and gold: evidence from a quantile connectedness approachPortuguese Economic JournalNidhal Mgadmi, Fekria Belhouichet, Ştefan Cristian Gherghina et al.University of Sfax; Faculty of Economics and Management of Sfax; Bucharest University of Economic Studies; …
2026-10-13Climate-transition narratives and downside tail risk in carbon and energy markets: evidence from a GARCH-MIDAS frameworkFinance research lettersMansoora Ahmed, Syed Ali Raza, Karim OueslatiYango University; Iqra University; Paris School of Business
2026-10-13Investigating the dependence structure of dirty and clean cryptocurrencies with energy and green assets: Evidence from Markov-switching modelsResearch in International Business and FinanceShu‐Han Hsu, Yiwen Yang, Po−Keng ChengNational Taipei University of Business; National Taiwan Normal University; National Taipei University
2026-10-12Uncertainty and tail spillovers: Dynamic connectedness between DeFi tokens and BRICS equity marketsPacific-Basin Finance JournalWeiping Li, Ziying Lian, Junbo Wang et al.City University of Macau; Wenzhou-Kean University; Shandong University of Finance and Economics
2026-10-12Does commodity futures internationalization reshape uncertainty transmission? Evidence from ChinaFinance research lettersRanran Guo, Tianjun LuHefei University of Technology
2026-10-12Measurement and Early Warning of Systemic Financial Risk Based on Differentiated GARCH-Copula and NNG-LSTM ModelComputational EconomicsZidan Luo, L Wang, Lin Sui et al.Jiangnan University; Shandong Jiaotong University
2026-10-11How does lithium-market information flow? Financial connectedness and physical–financial linkagesInternational Review of Financial AnalysisMaría José Quinteros, Mauricio G. VillenaUniversidad de Santiago de Chile
2026-10-10Imported financial risk in global foreign exchange markets: A time-frequency network analysisFinance research lettersZhongzhe Ouyang, Yuqi Guo, Yaoxun Deng et al.Guangzhou University; China Construction Bank; Hunan Normal University
2026-10-09Stablecoin Peg Fragility and Latent Tail-Risk Regimes: Evidence from Peg Deviations and Supply ContractionsInternational Review of Economics & FinanceEdson PindzaUniversity of South Africa
2026-10-08Behavioral drivers of cryptocurrency markets: A systematic reviewJournal of Behavioral and Experimental FinanceSebastian Steindl, Hans Rüdiger Kaufmann, Bernd BritzelmaierUniversity of Nicosia; Pforzheim University of Applied Sciences
2026-10-07Bayesian Black-Litterman under Nonlinear Dependence: A Hybrid Framework with GARCH-EVT Marginals, R-Vine Copulas, and Reinforcement Learning for Tactical Portfolio AllocationComputational EconomicsFelipe Mora, Werner KristjanpollerUniversidad Técnica Federico Santa María
2026-10-07Testing for dominance in risk transmission mechanisms towards the European energy marketFinance research lettersJone Ascorbebeitia, Eva Ferreira, Susan OrbeUniversity of the Basque Country
2026-10-06Sentiment interactions in financial markets: Conditional volatility, feedback, and shock propagationInternational Review of Economics & FinanceMd Tanvir HasanUniversity of Dhaka; University of Glasgow
2026-10-05Transparent forecasting with XAI: Improving accuracy and trust in electricity demand predictionKnowledge-Based SystemsSomya Bansal, Vaibhav Baldeva, Asmit Cajla et al.Thapar Institute of Engineering & Technology; Torrens University Australia; Norwegian University of Science and Technology
2026-10-05An innovative approach to stock forecasting: combining LSTM, VMD, and artificial rabbit optimizationFuture Business JournalHoma Mehtarizadeh, Najme Mansouri, Behnam Mohammad Hasani Zade et al.Shahid Bahonar University of Kerman
2026-10-05Retail weekends, institutional weekdays: Liquidity and return asymmetries in cryptocurrency marketsThe Quarterly Review of Economics and FinanceYhlas SovbetovIstanbul Aydın University
2026-10-03Climate policy uncertainty and risk spillovers: Evidence from China’s carbon marketsInternational Review of Economics & FinanceJinjin Tian, Li Chen, Yong Ma et al.Central South University of Forestry and Technology; Hunan University
2026-10-03International spillovers of the US–China trade war 2.0: The case of Asian stock marketsInternational Review of Economics & FinanceWojciech Grabowski, Ewa Stawasz‐GrabowskaUniversity of Łódź
2026-10-03Tail Dependence in EU Carbon Markets: Graphical Models of Extremes for EUA FuturesComputational EconomicsJan Maciejowski, Manuele LeonelliIE University
2026-10-01When Geopolitical Stress Hits Defense Technology: Multiscale Evidence from Cybersecurity, Aerospace, and Semiconductor MarketsFinance research lettersNader NaifarImam Mohammad ibn Saud Islamic University
2026-10-01Integration of joint energy commodity price forecasts with hydrogen energy system planning under uncertain climate policiesInternational Journal of ForecastingHongtao Ren, Caiyu Chen, Li Su et al.East China University of Science and Technology; Renmin University of China; China Construction Bank; …
2026-10-01High-dimensional portfolio optimization with weight constraints: Forecasting models utilizing GARCH-EVT, R-vine copula, and SCAD penaltyInternational Journal of ForecastingJian Lv, Chenxu Wang, Wenyong YuanZhejiang University of Finance and Economics
2026-10-01Dynamic factor loadings and portfolio return prediction: Evidence from deep sequence modelsInternational Review of Economics & FinanceViktor Manahov, Zihao Hou, Dimitrios Stafylas
2026-10-01Combining value-at-risk and expected-shortfall forecasts via the model confidence setInternational Journal of ForecastingAlessandra Amendola, Vincenzo Candila, Antonio Naimoli et al.
2026-09-30Oil prices and the pricing of green equity ETFs: Evidence on greenium dynamicsThe Journal of Finance and Data ScienceJosé Alejandro Fernández Fernández, Miguel Ángel Casquet, Sonia QuirogaUniversidad Complutense de Madrid
2026-09-30Data-driven robust enhanced indexing investment funds with support vector clusteringJournal of Global OptimizationKamayani Shukla, Ruchika Sehgal, Amita SharmaNetaji Subhas University of Technology; Guru Gobind Singh Indraprastha University
2026-09-30Risk-adjusted multi-objective optimization of industrial energy portfolios: The role of electrification in economic and environmental sustainabilityEnergy EconomicsMinhye Oh, Dong Hee SuhVirginia Tech; Korea University
2026-09-29The price of ethics: Liquidity and safe haven properties of responsible physical gold ETPsResearch in International Business and FinanceBorja Amor Tapia, Paula Castro, María Teresa Tascón FernándezUniversidad de León
2026-09-29A novel forecasting method for imported risk in the foreign exchange market: Evidence from ChinaResearch in International Business and FinanceZhongzhe Ouyang, Min Lu, Yinquan Qi et al.Guangzhou University; Hunan Normal University